metadata
license: mit
tags:
- ies4
- rdf
- turtle
- knowledge-graph
- instruction-tuning
- uk-government
IES4 Turtle Instruct — training data + eval harness
Instruction pairs for text -> IES4 (UK Gov Information Exchange Standard) RDF/Turtle, built correct-by-construction with telicent-ies-tool and double-validated against the published dstl/IES4 ontology. Companion dataset to fabsssss/qwen3-coder-30b-a3b-ies4.
ies/— 1,799 IES pairs + refusal/boundary pairs + OOD test (MIT; ontology © Crown copyright Dstl, MIT licence)multistd/— 450 ontology-conditioned extraction pairs derived from Text2KGBench (Wikidata-TekGen) — CC BY-SA 4.0 (see multistd/LICENSE). Attribution: Mihindukulasooriya, Tiwari, Enguix, Lata — Text2KGBench, ISWC 2023.scripts/— generators, the term-membership + structural-conformance validators, and the full eval harness (baseline-vs-tuned; validity / conformance / hallucination / namespace fidelity / OOD).
Every IES graph passed both telicent validation and an independent term-membership check (510 classes, 204 properties). Splits are by target graph (no paraphrase leakage).